77 citations · 353 across the 60 of their papers we have counts for
3 papers · 2 filters
Stratified Knowledge Bases as Interpretable Probabilistic Models (Extended Abstract)
Ondrej Kuzelka, Jesse Davis, Steven Schockaert
In this paper, we advocate the use of stratified logical theories for representing probabilistic models. We argue that such encodings can be more interpretable than those obtained…
Learning Possibilistic Logic Theories from Default Rules
Ondrej Kuzelka, Jesse Davis, Steven Schockaert
We introduce a setting for learning possibilistic logic theories from defaults of the form "if alpha then typically beta". We first analyse this problem from the point of view of m…
Entity Embeddings with Conceptual Subspaces as a Basis for Plausible Reasoning
Shoaib Jameel, Steven Schockaert
Conceptual spaces are geometric representations of conceptual knowledge, in which entities correspond to points, natural properties correspond to convex regions, and the dimensions…